Making Convolutional Networks Shift-Invariant Again

25 April 2019

Papers citing "Making Convolutional Networks Shift-Invariant Again"

50 / 161 papers shown

Title
On Symmetries in Convolutional Weights B. Alsallakh Timothy Wroge Vivek Miglani Narine Kokhlikyan 48 0 0 24 Mar 2025
StyleMorpheus: A Style-Based 3D-Aware Morphable Face Model Peizhi Yan Rabab Ward Dan Wang Qiang Tang Shan Du 3DH 48 0 0 14 Mar 2025
Artifact-free Sound Quality in DNN-based Closed-loop Systems for Audio Processing chuan Wen Guy Torfs Sarah Verhulst 41 0 0 17 Feb 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 78 5 0 20 Jan 2025
Untrained Perceptual Loss for image denoising of line-like structures in MR images Elisabeth Pfaehler Daniel Pflugfelder Hanno Scharr 29 0 0 08 Nov 2024
Many Perception Tasks are Highly Redundant Functions of their Input Data Rahul Ramesh Anthony Bisulco Ronald W. DiTullio Linran Wei Vijay Balasubramanian Kostas Daniilidis Pratik Chaudhari 44 2 0 18 Jul 2024
Frequency-Adaptive Dilated Convolution for Semantic Segmentation Linwei Chen Lin Gu Ying Fu 39 23 0 08 Mar 2024
Fiducial Focus Augmentation for Facial Landmark Detection P. Kar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ViT 38 2 0 23 Feb 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 90 3 0 12 Feb 2024
Combined Generative and Predictive Modeling for Speech Super-resolution Heming Wang Eric W. Healy DeLiang Wang DiffM 33 0 0 25 Jan 2024
$3D Scene Geometry Estimation from 360$^\circ$ Imagery: A Survey$ 3D Scene Geometry Estimation from 360 $^\circ$ Imagery: A Survey T. L. T. D. Silveira Paulo G. L. Pinto Jeffri Murrugarra-Llerena C. R. Jung MDE 26 33 0 17 Jan 2024
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 30 6 0 29 Nov 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 27 3 0 20 Oct 2023
Efficient Integrators for Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 21 10 0 11 Oct 2023
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces Catherine Ordun Alexandra N. Cha Edward Raff S. Purushotham Karen Kwok Mason Rule J. Gulley MedIm 27 0 0 23 Aug 2023
Solving Large-scale Spatial Problems with Convolutional Neural Networks Damian Owerko Charilaos I. Kanatsoulis Alejandro Ribeiro 22 2 0 14 Jun 2023
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits Zhuokai Zhao Takumi Matsuzawa W. Irvine Michael Maire G. Kindlmann 48 2 0 31 May 2023
Making Vision Transformers Truly Shift-Equivariant Renan A. Rojas-Gomez Teck-Yian Lim Minh N. Do Raymond A. Yeh ViT 36 7 0 25 May 2023
SING: A Plug-and-Play DNN Learning Technique Adrien Courtois Damien Scieur Jean-Michel Morel Pablo Arias Thomas Eboli 33 0 0 25 May 2023
Multi-spectral Class Center Network for Face Manipulation Detection and Localization Changtao Miao Qi Chu Zhentao Tan Zhenchao Jin Tao Gong Wanyi Zhuang Yuehua Wu B. Liu Honggang Hu Nenghai Yu CVBM 47 4 0 18 May 2023
FreConv: Frequency Branch-and-Integration Convolutional Networks Zhaowen Li Xu Zhao Peigeng Ding Zongxin Gao Yuting Yang Ming Tang Jinqiao Wang 29 2 0 10 Apr 2023
Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets Jonas Ngnawé Marianne Abémgnigni Njifon Jonathan Heek Yann N. Dauphin OOD 21 4 0 06 Apr 2023
What Affects Learned Equivariance in Deep Image Recognition Models? Robert-Jan Bruintjes Tomasz Motyka Jan van Gemert 26 7 0 05 Apr 2023
D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators Xin Zhang Yuqi Song Xiang Wang Fei Zuo MedIm DiffM 15 2 0 03 Apr 2023
Alias-Free Convnets: Fractional Shift Invariance via Polynomial Activations H. Michaeli T. Michaeli Daniel Soudry 21 14 0 14 Mar 2023
Spatial Bias for Attention-free Non-local Neural Networks Junhyung Go Jongbin Ryu SSL 27 10 0 24 Feb 2023
Steerable Equivariant Representation Learning Sangnie Bhardwaj Willie McClinton Tongzhou Wang Guillaume Lajoie Chen Sun Phillip Isola Dilip Krishnan OOD LLMSV 34 5 0 22 Feb 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 34 179 0 19 Feb 2023
When Visible-to-Thermal Facial GAN Beats Conditional Diffusion Catherine Ordun Edward Raff S. Purushotham DiffM 29 6 0 18 Feb 2023
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding Mengya Xu Mobarakol Islam Ben Glocker Hongliang Ren 31 1 0 22 Dec 2022
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 26 2 0 20 Dec 2022
Robust Perception through Equivariance Chengzhi Mao Lingyu Zhang Abhishek Joshi Junfeng Yang Hongya Wang Carl Vondrick BDL AAML 29 7 0 12 Dec 2022
Homomorphic Self-Supervised Learning Thomas Anderson Keller Xavier Suau Luca Zappella SSL 19 2 0 15 Nov 2022
A picture of the space of typical learnable tasks Rahul Ramesh Jialin Mao Itay Griniasty Rubing Yang H. Teoh Mark K. Transtrum James P. Sethna Pratik Chaudhari SSL DRL 36 5 0 31 Oct 2022
The Robustness Limits of SoTA Vision Models to Natural Variation Mark Ibrahim Q. Garrido Ari S. Morcos Diane Bouchacourt VLM 43 16 0 24 Oct 2022
Similarity of Neural Architectures using Adversarial Attack Transferability Jaehui Hwang Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 32 1 0 20 Oct 2022
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? Henry Kvinge Tegan H. Emerson Grayson Jorgenson Scott Vasquez T. Doster Jesse D. Lew 51 8 0 07 Oct 2022
The Lie Derivative for Measuring Learned Equivariance Nate Gruver Marc Finzi Micah Goldblum A. Wilson 18 35 0 06 Oct 2022
Structure Guided Manifolds for Discovery of Disease Characteristics Siyu Liu Linfeng Liu Xuan Vinh Stuart Crozier Craig B. Engstrom F. Nasrallah Shekhar S. Chandra MedIm 23 0 0 22 Sep 2022
Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam Ben Glocker OOD 35 6 0 20 Sep 2022
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks Hubert Leterme K. Polisano V. Perrier Alahari Karteek FAtt 38 2 0 19 Sep 2022
Transfering Low-Frequency Features for Domain Adaptation Zhaowen Li Xu Zhao Chaoyang Zhao Ming Tang Jinqiao Wang 41 7 0 31 Aug 2022
Shift Variance in Scene Text Detection M. Glitzner Jan-Hendrik Neudeck Philipp Härtinger 18 0 0 19 Aug 2022
One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction Hong Peng Chenbo Jiang Jing Cheng Minghui Zhang Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 47 17 0 15 Aug 2022
RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild Jason Y. Zhang Deva Ramanan Shubham Tulsiani 50 86 0 11 Aug 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 16 180 0 11 Aug 2022
Efficient CNN Architecture Design Guided by Visualization Liangqi Zhang Haibo Shen Yihao Luo Xiang Cao Leixilan Pan Tianjiang Wang Qi Feng 33 5 0 21 Jul 2022
On the Strong Correlation Between Model Invariance and Generalization Weijian Deng Stephen Gould Liang Zheng OOD 32 16 0 14 Jul 2022
Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution Xinrui Zhan Yang Li Wenyu Liu Jianke Zhu 30 0 0 23 Jun 2022
Learning with Capsules: A Survey Fabio De Sousa Ribeiro Kevin Duarte Miles Everett Georgios Leontidis M. Shah 3DPC MedIm 29 19 0 06 Jun 2022